General Methodology for the Design of Bell-Shaped Analog-Hardware Classifiers
This study introduces a general methodology for the design of analog integrated bell-shaped classifiers. Each high-level architecture is composed of several Gaussian function circuits in conjunction with a Winner-Take-All circuit. Notably, each implementation is designed with modularity and scalabil...
Main Authors: | Vassilis Alimisis, Nikolaos P. Eleftheriou, Argyro Kamperi, Georgios Gennis, Christos Dimas, Paul P. Sotiriadis |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2023-10-01
|
Series: | Electronics |
Subjects: | |
Online Access: | https://www.mdpi.com/2079-9292/12/20/4211 |
Similar Items
-
A Low-Power Analog Integrated Euclidean Distance Radial Basis Function Classifier
by: Vassilis Alimisis, et al.
Published: (2024-02-01) -
A Hand Gesture Recognition Circuit Utilizing an Analog Voting Classifier
by: Vassilis Alimisis, et al.
Published: (2022-11-01) -
Nanopower Integrated Gaussian Mixture Model Classifier for Epileptic Seizure Prediction
by: Vassilis Alimisis, et al.
Published: (2022-04-01) -
A Low-Power Analog Integrated Implementation of the Support Vector Machine Algorithm with On-Chip Learning Tested on a Bearing Fault Application
by: Vassilis Alimisis, et al.
Published: (2023-04-01) -
Analysis of Analog Neural Network Model with CMOS Multipliers
by: I. Dochev, et al.
Published: (2007-09-01)